20 ML Models
Play-level intelligence
20 machine learning models built on Tracking + PBP Data — pre-snap priors, coverage geometry, causal defender value, and cap-aware roster construction. Powered by Claude AI.
20
ML Models
Prospect + Game Tracking + Strategic Research
50+
Play Features
Per play
2014–26
Tracking + PBP Data
Full coverage
8,000+
Custom Combinations
Via Snap Lab
Play-level intelligence
Every model built on Tracking + PBP Data play data — coverage geometry, pressure priors, and real-time game strategy.
Full Roster OptimizationCausal Defender SupersystemIn-Game Decision CopilotWR-CB Matchup ProjectionInjury-Adjusted Weekly ValueCoverage Grade ModelPre-Snap PredictionPressure & ProtectionReceiver Grade ModelDefensive Value (Causal)
Built with
Next.jsFastAPIscikit-learnXGBoostnflverseSupabaseClaude AID3.js